4 Commits

Include renames

Author	SHA1	Message	Date
DottaandPaperclip	9ca9af544a	Drive remaining live run and resource recovery from durable work (#18419) ... Reviewed and verified at 6a4c193906. Co-Authored-By: Paperclip <noreply@paperclip.ing>	2026-10-31 16:00:35 -05:00
3 people	b06ea111a2	fix(server): schedule skill cache retention from changes and saved deadlines (#17923) ... <!-- entire-trail-link-start --> https://entire.com/gh/paperclipai/-/trails/83/changes/paperclip/83 <!-- entire-trail-link-end --> ## Thinking Path > - Paperclip is the open source app people use to manage AI agents for work. > - The server caches saved skill versions on disk so runs can restore their exact instructions. > - The old retention owner scans company rows every hour, even after all caches are protected or removed. > - Cache publication, version changes, and pin release already have local or transaction-owned boundaries. > - Grace windows and terminal controller leases already have saved timestamps. > - This pull request uses those changes and deadlines to drive the existing bounded prune service. > - Idle retention stops SQL and directory reads while pending cleanup remains recoverable. ## Linked Issues or Issue Description Stack slice 64. Parent: #17876 (`codex/sleep-63-agent-timer-deadlines`). Related: #15625 establishes transaction-owned work signals. #17907 independently keeps an active cache-lock transaction alive; this PR preserves that lock and does not duplicate that repair. **What happened?** At parent `31c12f1d68ff4a51e06fc2be2abf2c2aee9f9d3a`, skill-version retention has an hourly company scan, a startup timeout, and separate continuation timers. Empty or permanently protected caches still cause recurring SQL. **Expected behavior** Reconstruct once, inspect changed companies, and schedule saved access/staging grace or terminal controller deadlines. Stop recurring work when no timed or uncertain obligation remains. Keep current/newest/agent/run protection, restorable-byte validation, cache locking, final pin revalidation, atomic rename, and trash recovery. **Steps to reproduce** Start an enabled server with no cached versions, or only current/pinned versions. After the initial scan, advance an hour. The old interval selects companies again. The new worker has no deadline and performs no retention SQL or directory scan in that state. ## What Changed - Signal the missing-local-source reconciliation deletion in its transaction. Limit fresh scans of a successfully observed company to one per thirty seconds. Keep one-second page continuations and actual saved deadlines independent. Empty or uncertain passes do not delay first publication. - Restart a company scan if drain interrupts inspection or post-rename trash cleanup. Restore bounded candidate/byte logging with dry-run mode. Three controlled cases failed before repair and the complete 34-case retention suite passes afterward. - Register retention through the delivery coordinator and shared scheduler. Remove the hourly, startup, and continuation timers from `index.ts`. Track startup work without delaying readiness. Stop delivery work before closing retained iterators. - Keep one active company cursor and bounded 50-entry passes. Preserve observed deadlines across pages and bound company discovery to 51 rows per page. Retain concrete company failures and incomplete pins for retry. - Report saved grace and terminal controller deadlines from the existing cache owner. PostgreSQL remains the controller-lease authority. Current/newest/agent pins do not arm unrelated lease checks. - Wake on cache publication, rejected materialization, and access markers. Signal version creation/deletion and agent configuration/hire changes in their owning transactions. Extend existing instruction, finalization/environment, and retained-session fanouts with company hints. - Route reused provider-task prior-owner retirement through `writeEnvironmentCleanup`, so that supported pin-release write also settles a notification. - Add an optional scope callback to `registerDeadlineWork`. Existing consumers omit it and keep their behavior. The feature owns persistence predicates; startup only registers it. Add no table or migration. Full producer audit, shared-contract explanation, lifecycle evidence, and limitations: [`doc/plans/2026-10-27-skill-version-retention-sleep-audit.md`](doc/plans/2026-10-27-skill-version-retention-sleep-audit.md). ## Verification - Reconciled all existing sleep changes with actual master `7e27bc5007c8f9cb8cdce06c24f9813e27f7120f` through normal merges. All 24 retention-owned and 95 unrelated upstream paths are preserved; package, UI, E2E and map trees equal master. - Combined-source qualification: **1,009 TypeScript cases across 42 complete files**, plus **28 Rust cases** in two targets. One intentional Linux-inotify-only adapter case is skipped on this macOS host. Coverage includes actual retention/cache/producer/runtime behavior, startup, shared deadline consumers, changed OpenCode/observability and native execution boundaries. - After the subsequent task-index/task-read upstream merges, **85 cases across six complete files** passed on final source `d9277b1858a2230bdb726974c90a0c9bc5c5ebe6`: real retention/cache/work, task reads/query behavior and concurrent migration repair. Counts overlap earlier coverage. Fresh PostgreSQL 17 schemas apply all 413 journal entries through index 414. - Database/adapter/Runner builds, production server and Runner typechecking, module boundaries, target migration order and generated TypeScript/Rust release-profile consistency pass. Selected source hashes and temporary fixture imports restore exactly. - Reproduced and repaired Greptile's own-company due-cleanup P2 with identical old-worker-failing/new-worker-passing assertions. The 30-second ordinary scan floor remains; already-due cleanup receives its owed scan and disarms afterward. Earlier 799-case and fresh-blank-plugin acceptance remain in the audit. - **Inherited validation exception:** the separate Copilot source-identity check fails after upstream OpenCode reserved-environment changes; all 72 identity inputs equal current master. No provider release attestation is regenerated or new live qualification claimed here. Required exact-head CI/security and Greptile 5/5 still must pass. - Historical results, repair details and limitations remain in [the retention audit](doc/plans/2026-10-27-skill-version-retention-sleep-audit.md). No full local repository-suite, live provider, production-load, external-alarm, measured suspend/wake or fleet-savings claim. - CI on the prior published head found four connection-review assertions racing the concealed conversation after reload. Its fresh Greptile/Ponytail reviews were both 5/5, but the failing browser gate was not waived or retried unchanged. The fixture now foregrounds the task tab and waits for visible history before retaining all existing saved-result assertions. The full file passes four journeys locally; the controlled-restart case is intentionally skipped by the default configuration. Original local journeys also passed unchanged, so no deterministic local red reproduction is claimed. See the audit for CI failure artifacts and scope. Runtime and prior sleep-test sources remain unchanged. ## Risks - Supported live writers are the existing service/API owners in one process. Independent SQL/FS writers need an ingress contract. Startup reconstruction covers restarts. - Notifications cause a bounded inspection; they do not authorize deletion. Durable pin predicates and the cache lock remain authoritative. - A database clock behind application time can require another one-second check of the concrete expired controller lease. Unknown pins, lock contention, and failed inspection retain retries until resolved. - The in-process scheduler cannot wake stopped compute. This PR preserves Cloud sleep-safety gates and external-alarm coverage. It does not prove deployed suspension or fleet savings. Cache reclamation can wait until a supported wake when compute is stopped. - Native-harness backup retention and the other remaining duties are separate stack slices. ## Model Used OpenAI Codex (GPT-6-based coding agent), using repository inspection, normal Git merges, composition proofs, a controlled red/green regression and complete PostgreSQL/filesystem integration suites. No subagents were used in this reconciliation. ## Checklist - [x] I have included a thinking path that traces from project context to this change - [x] I have specified the model used (with version and capability details) - [x] I have checked ROADMAP.md and confirmed this PR does not duplicate planned core work - [x] I have searched GitHub for duplicate or related PRs and linked them above - [x] I have either (a) linked existing issues with `Fixes: #` / `Closes #` / `Refs #` OR (b) described the issue in-PR following the relevant issue template - [x] I have not referenced internal/instance-local Paperclip issues or links (only public GitHub `#NNN` / `github.com/paperclipai/paperclip` URLs) - [x] My branch name describes the change (e.g. `docs/...`, `fix/...`) and contains no internal Paperclip ticket id or instance-derived details - [x] I have run tests locally and they pass - [x] I have added or updated tests where applicable - [x] I have updated relevant documentation to reflect my changes - [x] I have considered and documented any risks above - [ ] All Paperclip CI gates are green - [ ] Greptile is 5/5 with no open P2s, recommendations, or follow-ups - [x] I will address all Greptile and reviewer comments before requesting merge --------- Co-authored-by: Paperclip <noreply@paperclip.ing> Co-authored-by: Codex <noreply@openai.com>	2026-10-29 10:14:12 -05:00
3 people	c8b7afee06	fix(server): schedule native environment lease settlement (#17801) ... <!-- entire-trail-link-start --> https://entire.com/gh/paperclipai/-/trails/24/changes/paperclip/24 <!-- entire-trail-link-end --> ## Thinking Path > - Paperclip manages AI agents and the resources used by their work. > - Native run completion has several independent settlement duties. > - The recurring run reaper repeated environment-release discovery for completed native history. > - Existing lease rows already record releases that still need work. > - This pull request wakes the existing release owners from committed changes and schedules only unfinished release debt. > - Completed history becomes quiet while stop evidence, workspace preservation, and retention policy keep their existing owners. ## Linked Issues or Issue Description Refs: #17793, #17717. **What problem does this solve?** Periodic native finalization replay calls environment release even when no lease needs work. This adds recurring database traffic to an idle instance. **What is the proposed solution?** Register one scoped worker on the existing delivery coordinator. Discover work from native finalizations and existing environment leases. Wake it from native, lease, and settings transactions. Keep the release owner's saved pending-cleanup deadlines. Keep retries only while a concrete lease still needs settlement. **What alternatives have you considered?** A slower unconditional scan still queries idle history. A new job table duplicates existing lease truth. Replacing the compound callback would also change runtime-service and agent-status duties; those remain separate slices. This is slice 58. Parent #17793 has merged. This publication targets master and preserves that landed prerequisite. Fresh current-head checks and review remain required. ## What Changed - Keep ordinary company-only finalization hints out of environment settlement. Prove zero candidate SQL after quiet and preserve real lease delivery. - Reuse the existing durable destroy claim for run-owned cleanup, excluding concurrent attempts and fencing late receipts while preserving cleanup recovery. - Scope lease cleanup notifications to their company/run so settlement does not rediscover the entire backlog after each release. - Read only `nativeWorkspaceSync` and `workspaceExportRetry` JSON fields when discovering environment cleanup. Preserve saved run data and existing release decisions. - Reuse the environment runtime's release predicate for discovery. Add no table or independent timer. - Wake from existing finalization, projection, lifecycle, recovery, lease, and settings transaction boundaries. Simple lease acquisition now uses a transaction too. - Preserve recorded retention policy, pending-cleanup deadlines, original lease/provider ownership, and current release guards. - Re-read durable lease state after a release. A logged or swallowed per-lease failure does not discharge the obligation. - Delegate only periodic environment release. Preserve default live/manual behavior, runtime-service release, and agent-status callbacks. - Add an owner/producer/lifecycle audit and real database tests. ## Verification Accepted production source: `9596fa022b57feea026c4728c80bdc36037b804f`. Publication head: `fb252c8b0e52ce355e7d98db2e392e4831f99c61`. The actual parent squash is adopted by a normal merge with the complete accepted child tree unchanged. Only audit text follows. - **4,172 distinct cases in 64 complete server files pass**, plus **20 selected chat cases** (4,192 selected total). The main batch reports 3,440 passes and 49 skips. Both complete Stop/read files then pass 51 + 6 cases on separate fresh databases through their supported override. Their eight pure cases are counted once; skipped cases are never counted as passes. Separate process recovery passes 410; review response passes 273. The other 1,794 chat cases were not run locally. - **Quiet producer proof:** the controlled unscoped baseline fails with three candidate SELECTs after three routine company-only hints. The scoped case performs zero, releases a real eligible committed-run lease, and returns to quiet. The same test hash spans red and green. - **Static gates pass:** database build; server typecheck/build; module boundaries; migration order; current Copilot profile identity. Packages equal the accepted parent byte for byte. - **Fresh fixtures:** 39 prepared PostgreSQL 17 databases plus fresh helper-owned databases. The schema has all 412 journal entries through index/tag 0413_tired_kronos. All 65 original test hashes restore exactly; the indirect Stop fixture is also hashed. No assertion or timeout changes. - **Preserved records:** original 49 skips and their completed coverage remain documented. Parent handoff timeout and prior chat-idle failure records remain in their owning audits. This does not claim full repository, full chat, live provider, or deployed sleep acceptance. - [Current integration and native lease audit](https://github.com/paperclipai/paperclip/blob/fb252c8b0e52ce355e7d98db2e392e4831f99c61/doc/plans/2026-10-26-native-environment-settlement-sleep.md#current-master-integration-and-native-lease-quiet-proof-2026-10-29). Fresh CI, security, and exact-head Greptile 5/5 must pass before merge. <details><summary>Earlier revision verification and failure history</summary> Receiver failure fairness: a controlled 1,100 ms batch reproduced a 30-second delay for healthy due receivers. The worker now supplies its existing per-item deadline through `nextRunAtOnError`. All 20 receiver lifecycle tests pass on the owner and combined tip `31c12f1d68ff4a51e06fc2be2abf2c2aee9f9d3a`; server production typechecking passes on the owner. The failed receiver retains its own backoff, and settled receivers return to zero recurring SQL. The five-second assertion budget is unchanged. See [the owning audit](https://github.com/paperclipai/paperclip/blob/6f3a0b8de149fb5620f15909473eb7c4455b9824/doc/plans/2026-10-25-chat-receiver-discovery-sleep-audit.md#healthy-receiver-progress-after-a-slow-failed-batch). Current-head CI and review remain required. Approved delegated Test-tab calls now evaluate caller and target policies in the existing claim transaction. Real HTTP regressions first showed a missing caller charge and shared-limit self-rejection. All 78 connection-management cases and 92 gateway cases now pass on the owning branch, along with server production typechecking. All 78 connection-management cases also pass at combined tip `d25f830db89c1623bff3547bfc68015c1c66e0cf`. The three new cases cover shared charges, separate charges, rollback on denial, duplicate approval, and rejection of a later authorized call. Intermediate counter/identity fixture failures and a reused-database Slack collision are recorded in [the owning audit](https://github.com/paperclipai/paperclip/blob/ae9bff1c06e34702f64a399e58b45a657c133bd1/doc/idle-approved-tool-recovery.md#delegated-test-tab-admission-after-policy-changes). The earlier combined checks below remain evidence for their stated revisions. Current-head CI and review remain required. Inherited voice-cleanup verification: the controlled slow-provider regression and all 13 lifecycle tests passed on its owner and combined tip `ab22d8ed0c09028315607414b83b375e5cc0a60a`. That repair changed only the fixture clock advancement and its audit note. Current head: `6f3a0b8de149fb5620f15909473eb7c4455b9824`. This remains a single-duty PR stacked on #17793. - Integrated pinned master `8548173fc9efdc0fa07644fb92dcc0b6851a95e5` with normal merges. Every branch passed generated-schema checks and its target-branch migration-order gate. Existing SQL is unchanged; the 25 stack migrations follow master’s new migration. - Duty-specific producer coverage, lifecycle tests, and earlier failure records: [2026-10-24-recurring-server-sleep-stack.md](https://github.com/paperclipai/paperclip/blob/7e619453567e078a7d745f28bfe8e5ede571f282/doc/plans/2026-10-24-recurring-server-sleep-stack.md), [2026-10-26-native-environment-settlement-sleep.md](https://github.com/paperclipai/paperclip/blob/7e619453567e078a7d745f28bfe8e5ede571f282/doc/plans/2026-10-26-native-environment-settlement-sleep.md). - Combined tip `51e6cbe67979b55b340ea9f0f434c5b5c682ccd6`: **355 startup/cancellation/recovery/dispatch/preservation tests**, **75 connection-management tests**, and production server typechecking pass. These combined checks do not mean every intermediate PR independently ran the full repository suite. - Real master-to-stack database upgrade passes: **379 unchanged prior migration receipts plus 25 new migrations**, with the gateway responsibility fixture preserved. - Owning-branch checks: 84 runner installation/settlement cases plus runner typechecking and generated TypeScript/Rust profile agreement; 253 GitHub review workflow cases. Stop-attribution and held-worker readiness regressions failed before their fixes. - Failure accounting: the initial combined run passed 349 cases and failed six idle assertions in a reused preservation database containing old cancelled runs. Repeating the combined command with a fresh preservation database passed. Earlier invalid project selection, merge import/type errors, and the interrupted full local suite are not counted as passing checks. - **Latest-head CI and review remain required.** Prior CI findings include GitHub idle observation, route teardown, attention cleanup, touch-picker E2E, workspace health, and voice-cleanup timing; local passes do not erase those failures. No full local repository-suite, deployed sleep, fleet cost, or live Copilot qualification claim is made. </details> ## Risks - Existing lease owners retain destruction claims, provider identity, stop evidence, retention policy, and pending-cleanup deadlines. Incorrect changes here can release a live resource or lose a cleanup obligation. - Logged or swallowed release failures remain concrete debt. Real retries must retain their saved floor across unrelated hints. - In-process signals do not cover independent SQL or other replicas without ingress. - This delegates only periodic environment settlement. Runtime-service and agent-status duties remain separate. Existing Cloud blockers remain; no deployed sleep, database suspension, external alarm coverage, or cost savings is claimed. ## Model Used OpenAI Codex, GPT-6 family, with reasoning, code execution, real PostgreSQL tests, and GitHub tools. The exact runtime model identifier and context-window size are not exposed in this session. ## Checklist - [x] I have included a thinking path that traces from project context to this change - [x] I have specified the model used (with version and capability details) - [x] I have checked ROADMAP.md and confirmed this PR does not duplicate planned core work - [x] I have searched GitHub for duplicate or related PRs and linked them above - [x] I have either (a) linked existing issues with `Fixes:` / `Closes:` / `Refs:` OR (b) described the issue in-PR following the relevant issue template - [x] I have not referenced internal/instance-local Paperclip issues or links (only public GitHub URLs) - [x] My branch name describes the change and contains no internal Paperclip ticket id or instance-derived details - [x] I have run tests locally and they pass - [x] I have added or updated tests where applicable - [x] I have updated relevant documentation to reflect my changes - [x] I have considered and documented any risks above - [ ] All Paperclip CI gates are green - [ ] Greptile is 5/5 with no open P2s, recommendations, or follow-ups - [x] I will address all Greptile and reviewer comments before requesting merge --------- Co-authored-by: Paperclip <noreply@paperclip.ing> Co-authored-by: Codex <noreply@openai.com>	2026-10-29 06:37:48 -05:00
DottaandPaperclip	71c04c0bfb	fix: stop idle environment cleanup polling (#17145) ... ## Thinking Path > - Paperclip is the open source app people use to manage AI agents for work. > - Agent environments can leave pending teardown or unverified provider resources. > - Recovery must preserve those resources until ownership and workspace safety allow cleanup. > - Empty maintenance scans keep an idle instance and its database active. > - The existing rows, transaction signals, and scheduler can represent the actual recovery obligation. > - This pull request schedules pending cleanup and historical verification only while work remains. > - An empty or fully verified instance stops these scans without losing cleanup recovery. ## Linked Issues or Issue Description **What happened?** The server scanned pending environment cleanup on its maintenance tick. The run reaper also scanned it even when it recovered no runs or active leases. Historical resource verification scanned every five minutes, including when all history already had valid cleanup proof. **What did you expect?** Writes should wake cleanup. Pending rows, deferred orphan buffers, and unverified history should retain recovery deadlines. When none remain, these workers should make no periodic database or provider calls. **Steps to reproduce** Start a configured instance with no pending leases and fully verified history. Leave it idle. Observe repeated pending-cleanup and historical-verification reads from the maintenance paths. Related: #17106 supplies the preceding login-cleanup migration. #13523 improves lease-reaper query indexes. #16809 addresses reusable-sandbox recovery authority. This PR keeps those authority checks in their existing services. ## What Changed - Register two workers with the existing delivery coordinator and shared scheduler. Remove their unconditional maintenance-tick calls. Run the reaper's inline pending cleanup only after it recovers actual work. - Add commit-aware signals to the audited lease and custom-image writers. Existing transactions notify directly; other writers use one small transaction helper. No tables or migrations are added. - Derive pending cleanup deadlines from the existing row backoff and retry or claim metadata. Retain a historical retry only while an unverified candidate exists. - Register unwritten orphan buffers across runtimes that share the database handle. Buffer registration wakes recovery without a database connection. Load the existing spool at startup and retry failed or capacity-limited loads while needed. - Isolate spool failures per runtime. Attempt all buffers and persisted pending rows, then retain a retry for any failed spool. - Document producer coverage, idle behavior, and remaining blockers. Update the sleep inventory. - Repair the inherited CSS-recovery E2E test: the current build no longer emits task-page CSS. Exercise the actual lazy environment stylesheet, preserving real network failure, recovery, and bounded reload assertions. ## Verification October 24 integration update: merged current master and resolved the runtime/spool conflicts. Preserve serialized ingestion of records appended after startup. Plugin replacement failures now register deferred recovery with an idle hold; concurrent callers share one persistence attempt. The producer audit includes this new writer. - Focused cleanup selection: 270 tests now pass across five suites. The initial run lacked a built plugin SDK and executed no tests; building the SDK fixed setup. The new concurrent-flush assertion then reproduced duplicate rows; a single-flight guard fixed it and all 18 plugin integration tests passed on rerun. - Server typecheck passed. After review fixes, all 211 tests across the cleanup worker, real orphan spool, environment runtime, and plugin integration suites passed. These overlap the earlier focused selection. The rate-limit test initially expected a write after twenty idle minutes to wait; corrected it to assert that subsequent writes cannot accelerate the five-minute cadence. - Review fixes preserve retries for unreadable spool directories/records, keep historical provider checks off the startup wait while joining them at shutdown, and restore their independent five-minute minimum spacing. The complete [CI matrix](https://github.com/paperclipai/paperclip/actions/runs/40108905033) passed on final commit `79ae1589c3c7b924db4bedb337d0c7ed3d95020b`, including all E2E shards, server/workspace tests, runner checks, typecheck, build/public-install verification, and security checks. - CI found a stale E2E asset matcher: `issue-detail-*.css` is no longer emitted. Both corrected browser tests passed against a fresh production UI build and disposable local instance. Fresh Greptile review is 5/5 on that same final commit, with all review threads resolved. Previous implementation verification: - `pnpm -r typecheck` and `pnpm build` passed. - New PostgreSQL worker suite: 12 tests passed. Covers quiet configured state, verified history, writes, outer commit and rollback, retry deadlines, restart, drain, deferred orphan buffers, spool failure, pagination, provider uncertainty, shutdown, and the idle run-reaper path. - Worker and environment runtime suites after review fix: 183 tests passed. A new assertion reproduced buffer starvation before the fix. Updated transaction fault injection and isolated simulated-instance database handles. Server typecheck also passed after the fix. - Run-recovery suites: 58 tests passed. Pending-cleanup suite: 38 tests passed after updating the logging fixture to seed real orphan recovery; an idle reaper no longer invokes cleanup. - Stop and workspace-recovery integration selection: 268 tests passed; two live-provider tests skipped by their environment gate. This overlaps the worker suite and is not an additional unique-test count. - Started the full local `pnpm test:run`, then stopped that older duplicate run after CI found the fixture mismatch. The corrected 38-test suite passed locally. The full sharded [CI matrix](https://github.com/paperclipai/paperclip/actions/runs/39678174479) passed on final commit `fc0ff3c4554ca4190a8b0b81ec06ef7065b8ad2c`, including build, typecheck, runner, server, workspace, and E2E checks. This is not a claim that the local full run completed. ## Risks - Missing a future producer signal could delay discovery until restart. The producer audit is documented in `doc/idle-environment-cleanup.md`. Independent SQL writers and another server process are outside the existing process-local notification contract. - Historical candidates blocked by ownership or provider uncertainty keep a five-minute retry until they can be verified. Provider destruction, claim fencing, Stop retention, and workspace safety remain controlled by their existing services. - This does not remove orphan-active discovery or legacy shutdown settlement from run recovery. Active custom-image expiry is also still periodic. External wake coverage does not change. - Local tests prove these workers become quiet and recover. They do not establish deployed instance suspension or fleet cost savings. ## Model Used OpenAI Codex (GPT-6), with code execution and reasoning. The exact serving model ID and context size were not exposed. ## Checklist - [x] I have included a thinking path that traces from project context to this change - [x] I have specified the model used (with version and capability details) - [x] I have checked ROADMAP.md and confirmed this PR does not duplicate planned core work - [x] I have searched GitHub for duplicate or related PRs and linked them above - [x] I have either (a) linked existing issues with `Fixes: #` / `Closes #` / `Refs #` OR (b) described the issue in-PR following the relevant issue template - [x] I have not referenced internal/instance-local Paperclip issues or links (only public GitHub `#NNN` / `github.com/paperclipai/paperclip` URLs) - [x] My branch name describes the change (e.g. `docs/...`, `fix/...`) and contains no internal Paperclip ticket id or instance-derived details - [x] I have run tests locally and they pass - [x] I have added or updated tests where applicable - [x] I have updated relevant documentation to reflect my changes - [x] I have considered and documented any risks above - [x] All Paperclip CI gates are green - [x] Greptile is 5/5 with no open P2s, recommendations, or follow-ups - [x] I will address all Greptile and reviewer comments before requesting merge --------- Co-authored-by: Paperclip <noreply@paperclip.ing>	2026-10-24 09:04:49 -07:00